Process comparison using object-centric process cubes
AF Ghahfarokhi, A Berti, WMP van der Aalst - arXiv preprint arXiv …, 2021 - arxiv.org
… object-centric process mining and process comparison, we propose a process cube framework,
which supports process cube operations such as slice and dice on object-centric event …
which supports process cube operations such as slice and dice on object-centric event …
[PDF][PDF] A python tool for object-centric process mining comparison
AF Ghahfarokhi, W van der Aalst - arXiv preprint arXiv …, 2022 - icpmconference.org
… object-centric process mining techniques consider the whole event log rather than the
comparison … In this paper, we introduce a stand-alone object-centric process cube tool built on the …
comparison … In this paper, we introduce a stand-alone object-centric process cube tool built on the …
Object type clustering using Markov directly-follow multigraph in object-centric process mining
A Jalali - IEEE Access, 2022 - ieeexplore.ieee.org
… through the tokenbased replay [23]. In addition, a stand-alone object-centric process cube
tool is … A python tool for objectcentric process mining comparison. In Proceedings of the ICPM …
tool is … A python tool for objectcentric process mining comparison. In Proceedings of the ICPM …
Clustering object-centric event logs
AF Ghahfarokhi, F Akoochekian, F Zandkarimi… - arXiv preprint arXiv …, 2022 - arxiv.org
… Using a case study of a real B2B process, we demonstrate that our approach reduces the
complexity of the process … we should compare the complexity of the obtained process models …
complexity of the process … we should compare the complexity of the obtained process models …
Predictive object-centric process monitoring
T Rohrer, AF Ghahfarokhi, M Behery… - arXiv preprint arXiv …, 2022 - arxiv.org
… conformance for comparing a process to its model, and process enhancement where the …
thesis was to use object-centric event logs with predictive methods. By using object attributes …
thesis was to use object-centric event logs with predictive methods. By using object attributes …
Normalizing object-centric process logs by applying database principles
… The two schemas are compared and the benefits of our approach for log processing and …
The authors develop a way to store non-atomic values in a cube and use operations like slicing …
The authors develop a way to store non-atomic values in a cube and use operations like slicing …
ALCOVE: design and implementation of an object-centric virtual environment
M Meyer, AH Barr - Proceedings IEEE Virtual Reality (Cat. No …, 1999 - ieeexplore.ieee.org
… In the following sections we describe the process involved in … all viewing positions within
the cube are equally likely. The … to provide direct comparisons between the two metaphors. …
the cube are equally likely. The … to provide direct comparisons between the two metaphors. …
[PDF][PDF] Object-Centric Perception for Real-World Robotics
N Mishra - 2024 - digitalassets.lib.berkeley.edu
… We propose a sim2real2sim method to automatically reduce … We use an L1-loss on the
difference between the predicted … meshes from the voxel predictions using Marching Cubes [54]. …
difference between the predicted … meshes from the voxel predictions using Marching Cubes [54]. …
Improving generative imagination in object-centric world models
… Finally, we describe the inference and learning method. … We compare our model with SCALOR
and STOVE in these … the model fails to capture the purple cube in this example, instead of …
and STOVE in these … the model fails to capture the purple cube in this example, instead of …
Multi-step pick-and-place tasks using object-centric dense correspondences
… Abstract—This paper presents an object-centric method for … (cube) stacking is used to
evaluate the performance of imitation learning [6], [7], [12], [15], [16]. We compare the differences …
evaluate the performance of imitation learning [6], [7], [12], [15], [16]. We compare the differences …